Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 3377 |
| Missing cells | 7026 |
| Missing cells (%) | 8.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 629.7 B |
Variable types
| Text | 4 |
|---|---|
| Categorical | 10 |
| Numeric | 10 |
area is highly overall correlated with bathroom and 5 other fields | High correlation |
bathroom is highly overall correlated with area and 4 other fields | High correlation |
bedRoom is highly overall correlated with area and 5 other fields | High correlation |
built_up_area is highly overall correlated with area and 3 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
floorNum is highly overall correlated with property_type | High correlation |
price is highly overall correlated with area and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with bedRoom and 3 other fields | High correlation |
servant room is highly overall correlated with super_built_up_area | High correlation |
super_built_up_area is highly overall correlated with area and 7 other fields | High correlation |
store room is highly imbalanced (53.3%) | Imbalance |
facing has 918 (27.2%) missing values | Missing |
property_id has 918 (27.2%) missing values | Missing |
super_built_up_area has 1673 (49.5%) missing values | Missing |
built_up_area has 1712 (50.7%) missing values | Missing |
carpet_area has 1732 (51.3%) missing values | Missing |
area is highly skewed (γ1 = 30.28779746) | Skewed |
carpet_area is highly skewed (γ1 = 22.88577403) | Skewed |
floorNum has 114 (3.4%) zeros | Zeros |
luxury_score has 457 (13.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-17 12:58:12.675309 |
|---|---|
| Analysis finished | 2024-09-17 12:58:44.847936 |
| Duration | 32.17 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
society
Text
| Distinct | 591 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 242.7 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 38 |
| Mean length | 16.589159 |
| Min length | 2 |
Characters and Unicode
| Total characters | 56005 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 258 ? |
|---|---|
| Unique (%) | 7.6% |
Sample
| 1st row | emaar palm gardens |
|---|---|
| 2nd row | eros wembley estate |
| 3rd row | ss the leaf |
| 4th row | international city by sobha phase 2 |
| 5th row | ss the coralwood |
| Value | Count | Frequency (%) |
| independent | 539 | 6.2% |
| the | 313 | 3.6% |
| dlf | 192 | 2.2% |
| city | 162 | 1.9% |
| emaar | 155 | 1.8% |
| m3m | 152 | 1.8% |
| park | 130 | 1.5% |
| heights | 123 | 1.4% |
| signature | 118 | 1.4% |
| global | 107 | 1.2% |
| Other values (715) | 6676 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6137 | 11.0% |
| 5292 | 9.4% | |
| a | 5252 | 9.4% |
| n | 4038 | 7.2% |
| r | 3679 | 6.6% |
| i | 3611 | 6.4% |
| t | 3428 | 6.1% |
| s | 3054 | 5.5% |
| l | 2483 | 4.4% |
| d | 2430 | 4.3% |
| Other values (30) | 16601 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 50181 | |
| Space Separator | 5292 | 9.4% |
| Decimal Number | 514 | 0.9% |
| Dash Punctuation | 11 | < 0.1% |
| Other Punctuation | 7 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6137 | |
| a | 5252 | 10.5% |
| n | 4038 | 8.0% |
| r | 3679 | 7.3% |
| i | 3611 | 7.2% |
| t | 3428 | 6.8% |
| s | 3054 | 6.1% |
| l | 2483 | 4.9% |
| d | 2430 | 4.8% |
| o | 2429 | 4.8% |
| Other values (16) | 13640 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 200 | |
| 2 | 80 | 15.6% |
| 1 | 74 | 14.4% |
| 6 | 54 | 10.5% |
| 8 | 31 | 6.0% |
| 4 | 19 | 3.7% |
| 5 | 17 | 3.3% |
| 0 | 14 | 2.7% |
| 9 | 13 | 2.5% |
| 7 | 12 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5 | |
| / | 2 | 28.6% |
Space Separator
| Value | Count | Frequency (%) |
| 5292 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50181 | |
| Common | 5824 | 10.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6137 | |
| a | 5252 | 10.5% |
| n | 4038 | 8.0% |
| r | 3679 | 7.3% |
| i | 3611 | 7.2% |
| t | 3428 | 6.8% |
| s | 3054 | 6.1% |
| l | 2483 | 4.9% |
| d | 2430 | 4.8% |
| o | 2429 | 4.8% |
| Other values (16) | 13640 |
Common
| Value | Count | Frequency (%) |
| 5292 | ||
| 3 | 200 | 3.4% |
| 2 | 80 | 1.4% |
| 1 | 74 | 1.3% |
| 6 | 54 | 0.9% |
| 8 | 31 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 0 | 14 | 0.2% |
| 9 | 13 | 0.2% |
| Other values (4) | 30 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56005 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6137 | 11.0% |
| 5292 | 9.4% | |
| a | 5252 | 9.4% |
| n | 4038 | 7.2% |
| r | 3679 | 6.6% |
| i | 3611 | 6.4% |
| t | 3428 | 6.1% |
| s | 3054 | 5.5% |
| l | 2483 | 4.4% |
| d | 2430 | 4.3% |
| Other values (30) | 16601 |
property_type
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 202.1 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2718389 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14426 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | house |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2459 | |
| house | 918 | 27.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2459 | |
| house | 918 | 27.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2459 | |
| l | 2459 | |
| a | 2459 | |
| t | 2459 | |
| h | 918 | 6.4% |
| o | 918 | 6.4% |
| u | 918 | 6.4% |
| s | 918 | 6.4% |
| e | 918 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14426 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2459 | |
| l | 2459 | |
| a | 2459 | |
| t | 2459 | |
| h | 918 | 6.4% |
| o | 918 | 6.4% |
| u | 918 | 6.4% |
| s | 918 | 6.4% |
| e | 918 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14426 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2459 | |
| l | 2459 | |
| a | 2459 | |
| t | 2459 | |
| h | 918 | 6.4% |
| o | 918 | 6.4% |
| u | 918 | 6.4% |
| s | 918 | 6.4% |
| e | 918 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14426 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2459 | |
| l | 2459 | |
| a | 2459 | |
| t | 2459 | |
| h | 918 | 6.4% |
| o | 918 | 6.4% |
| u | 918 | 6.4% |
| s | 918 | 6.4% |
| e | 918 | 6.4% |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 467 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6345089 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.41 |
| Q1 | 0.99 |
| median | 1.6 |
| Q3 | 2.8625 |
| 95-th percentile | 9 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8725 |
Descriptive statistics
| Standard deviation | 3.0673945 |
|---|---|
| Coefficient of variation (CV) | 1.1643136 |
| Kurtosis | 14.078755 |
| Mean | 2.6345089 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | 3.2084737 |
| Sum | 8851.95 |
| Variance | 9.4089089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 79 | 2.3% |
| 1.1 | 62 | 1.8% |
| 1.2 | 57 | 1.7% |
| 1.5 | 57 | 1.7% |
| 0.9 | 57 | 1.7% |
| 1.4 | 56 | 1.7% |
| 1.3 | 51 | 1.5% |
| 2 | 50 | 1.5% |
| 1.75 | 46 | 1.4% |
| 1.6 | 45 | 1.3% |
| Other values (457) | 2800 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 4 | |
| 0.21 | 3 | |
| 0.22 | 4 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 3 | |
| 0.25 | 5 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2455 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14568.471 |
| Minimum | 5 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 4854 |
| Q1 | 7004.75 |
| median | 9166 |
| Q3 | 14170.25 |
| 95-th percentile | 34853.7 |
| Maximum | 600000 |
| Range | 599995 |
| Interquartile range (IQR) | 7165.5 |
Descriptive statistics
| Standard deviation | 24477.881 |
|---|---|
| Coefficient of variation (CV) | 1.6801957 |
| Kurtosis | 163.58021 |
| Mean | 14568.471 |
| Median Absolute Deviation (MAD) | 2797 |
| Skewness | 10.655408 |
| Sum | 48950062 |
| Variance | 5.9916668 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 26 | 0.8% |
| 8000 | 20 | 0.6% |
| 5000 | 16 | 0.5% |
| 11111 | 14 | 0.4% |
| 8333 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 6666 | 12 | 0.4% |
| 33333 | 11 | 0.3% |
| 7500 | 11 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2445) | 3213 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 | |
| 151 | 1 | |
| 232 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
areaWithType
Text
| Distinct | 2192 |
|---|---|
| Distinct (%) | 64.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 368.2 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.642582 |
| Min length | 12 |
Characters and Unicode
| Total characters | 184528 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1743 ? |
|---|---|
| Unique (%) | 51.6% |
Sample
| 1st row | Super Built up area 1900(176.52 sq.m.)Built Up area: 1600 sq.ft. (148.64 sq.m.)Carpet area: 1240 sq.ft. (115.2 sq.m.) |
|---|---|
| 2nd row | Super Built up area 1376(127.83 sq.m.) |
| 3rd row | Super Built up area 2812(261.24 sq.m.)Built Up area: 2600 sq.ft. (241.55 sq.m.)Carpet area: 2400 sq.ft. (222.97 sq.m.) |
| 4th row | Plot area 692(578.6 sq.m.) |
| 5th row | Super Built up area 1750(162.58 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5161 | |
| sq.m | 3360 | |
| up | 2788 | 10.0% |
| built | 2116 | 7.6% |
| super | 1704 | 6.1% |
| sq.ft | 1628 | 5.9% |
| sq.m.)carpet | 1108 | 4.0% |
| plot | 728 | 2.6% |
| sq.m.)built | 670 | 2.4% |
| carpet | 534 | 1.9% |
| Other values (2655) | 8024 |
Most occurring characters
| Value | Count | Frequency (%) |
| 24444 | 13.2% | |
| . | 18915 | 10.3% |
| a | 12117 | 6.6% |
| r | 8660 | 4.7% |
| 1 | 8632 | 4.7% |
| e | 8510 | 4.6% |
| s | 7068 | 3.8% |
| q | 6918 | 3.7% |
| t | 6789 | 3.7% |
| 0 | 6243 | 3.4% |
| Other values (25) | 76232 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 76495 | |
| Decimal Number | 43728 | |
| Space Separator | 24444 | 13.2% |
| Other Punctuation | 21644 | 11.7% |
| Uppercase Letter | 7949 | 4.3% |
| Close Punctuation | 5134 | 2.8% |
| Open Punctuation | 5134 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12117 | |
| r | 8660 | |
| e | 8510 | |
| s | 7068 | |
| q | 6918 | |
| t | 6789 | |
| u | 6196 | |
| p | 6137 | |
| m | 5140 | |
| l | 3516 | 4.6% |
| Other values (5) | 5444 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8632 | |
| 0 | 6243 | |
| 2 | 5338 | |
| 5 | 4315 | |
| 3 | 3666 | |
| 4 | 3393 | 7.8% |
| 6 | 3379 | 7.7% |
| 8 | 2938 | 6.7% |
| 7 | 2931 | 6.7% |
| 9 | 2893 | 6.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 2788 | |
| S | 1704 | |
| C | 1645 | |
| U | 1084 | 13.6% |
| P | 728 | 9.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 18915 | |
| : | 2729 | 12.6% |
Space Separator
| Value | Count | Frequency (%) |
| 24444 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5134 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 100084 | |
| Latin | 84444 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12117 | |
| r | 8660 | |
| e | 8510 | |
| s | 7068 | |
| q | 6918 | |
| t | 6789 | |
| u | 6196 | |
| p | 6137 | |
| m | 5140 | 6.1% |
| l | 3516 | 4.2% |
| Other values (10) | 13393 |
Common
| Value | Count | Frequency (%) |
| 24444 | ||
| . | 18915 | |
| 1 | 8632 | 8.6% |
| 0 | 6243 | 6.2% |
| 2 | 5338 | 5.3% |
| ) | 5134 | 5.1% |
| ( | 5134 | 5.1% |
| 5 | 4315 | 4.3% |
| 3 | 3666 | 3.7% |
| 4 | 3393 | 3.4% |
| Other values (5) | 14870 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 184528 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 24444 | 13.2% | |
| . | 18915 | 10.3% |
| a | 12117 | 6.6% |
| r | 8660 | 4.7% |
| 1 | 8632 | 4.7% |
| e | 8510 | 4.6% |
| s | 7068 | 3.8% |
| q | 6918 | 3.7% |
| t | 6789 | 3.7% |
| 0 | 6243 | 3.4% |
| Other values (25) | 76232 |
area
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 1233 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2757.4863 |
| Minimum | 45 |
|---|---|
| Maximum | 642857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 515.9 |
| Q1 | 1266.75 |
| median | 1757 |
| Q3 | 2343.25 |
| 95-th percentile | 4337 |
| Maximum | 642857 |
| Range | 642812 |
| Interquartile range (IQR) | 1076.5 |
Descriptive statistics
| Standard deviation | 18924.998 |
|---|---|
| Coefficient of variation (CV) | 6.8631339 |
| Kurtosis | 965.13016 |
| Mean | 2757.4863 |
| Median Absolute Deviation (MAD) | 527 |
| Skewness | 30.287797 |
| Sum | 9265154 |
| Variance | 3.5815554 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 52 | 1.5% |
| 1800 | 47 | 1.4% |
| 1350 | 45 | 1.3% |
| 3240 | 45 | 1.3% |
| 1950 | 43 | 1.3% |
| 900 | 41 | 1.2% |
| 2700 | 40 | 1.2% |
| 2000 | 34 | 1.0% |
| 2250 | 24 | 0.7% |
| 2150 | 22 | 0.7% |
| Other values (1223) | 2967 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 50 | 5 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | 0.1% |
| 61 | 1 | < 0.1% |
| 67 | 2 | 0.1% |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 | |
| 55000 | 1 |
bedRoom
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4791235 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.1035669 |
|---|---|
| Coefficient of variation (CV) | 0.60462553 |
| Kurtosis | 41.798468 |
| Mean | 3.4791235 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.682147 |
| Sum | 11749 |
| Variance | 4.4249935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1379 | |
| 2 | 779 | |
| 4 | 643 | |
| 5 | 213 | 6.3% |
| 1 | 106 | 3.1% |
| 6 | 79 | 2.3% |
| 9 | 43 | 1.3% |
| 8 | 31 | 0.9% |
| 7 | 29 | 0.9% |
| 12 | 27 | 0.8% |
| Other values (11) | 48 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 106 | 3.1% |
| 2 | 779 | |
| 3 | 1379 | |
| 4 | 643 | |
| 5 | 213 | 6.3% |
| 6 | 79 | 2.3% |
| 7 | 29 | 0.9% |
| 8 | 31 | 0.9% |
| 9 | 43 | 1.3% |
| 10 | 21 | 0.6% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 27 |
bathroom
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5356826 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.1436801 |
|---|---|
| Coefficient of variation (CV) | 0.6062988 |
| Kurtosis | 39.468022 |
| Mean | 3.5356826 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.4458021 |
| Sum | 11940 |
| Variance | 4.5953644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1017 | |
| 2 | 870 | |
| 4 | 779 | |
| 5 | 286 | 8.5% |
| 1 | 136 | 4.0% |
| 6 | 117 | 3.5% |
| 9 | 42 | 1.2% |
| 7 | 41 | 1.2% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.7% |
| Other values (11) | 42 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 136 | 4.0% |
| 2 | 870 | |
| 3 | 1017 | |
| 4 | 779 | |
| 5 | 286 | 8.5% |
| 6 | 117 | 3.5% |
| 7 | 41 | 1.2% |
| 8 | 25 | 0.7% |
| 9 | 42 | 1.2% |
| 10 | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 |
balcony
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 192.3 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3215872 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4463 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 3+ |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1086 | |
| 3 | 1008 | |
| 2 | 796 | |
| 1 | 308 | 9.1% |
| 0 | 179 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2094 | |
| 2 | 796 | 23.6% |
| 1 | 308 | 9.1% |
| 0 | 179 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2094 | |
| + | 1086 | |
| 2 | 796 | 17.8% |
| 1 | 308 | 6.9% |
| 0 | 179 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 | |
| Math Symbol | 1086 | 24.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2094 | |
| 2 | 796 | 23.6% |
| 1 | 308 | 9.1% |
| 0 | 179 | 5.3% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1086 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4463 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2094 | |
| + | 1086 | |
| 2 | 796 | 17.8% |
| 1 | 308 | 6.9% |
| 0 | 179 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4463 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2094 | |
| + | 1086 | |
| 2 | 796 | 17.8% |
| 1 | 308 | 6.9% |
| 0 | 179 | 4.0% |
floorNum
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 21 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7646007 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 114 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0632541 |
|---|---|
| Coefficient of variation (CV) | 0.89632107 |
| Kurtosis | 4.773865 |
| Mean | 6.7646007 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7519357 |
| Sum | 22702 |
| Variance | 36.763051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 480 | |
| 3 | 465 | |
| 1 | 319 | 9.4% |
| 4 | 288 | 8.5% |
| 8 | 179 | 5.3% |
| 10 | 165 | 4.9% |
| 6 | 163 | 4.8% |
| 7 | 160 | 4.7% |
| 5 | 149 | 4.4% |
| 9 | 146 | 4.3% |
| Other values (33) | 842 |
| Value | Count | Frequency (%) |
| 0 | 114 | 3.4% |
| 1 | 319 | |
| 2 | 480 | |
| 3 | 465 | |
| 4 | 288 | |
| 5 | 149 | 4.4% |
| 6 | 163 | 4.8% |
| 7 | 160 | 4.7% |
| 8 | 179 | 5.3% |
| 9 | 146 | 4.3% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 918 |
| Missing (%) | 27.2% |
| Memory size | 210.7 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8442456 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16830 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West |
|---|---|
| 2nd row | East |
| 3rd row | North |
| 4th row | North-East |
| 5th row | North |
Common Values
| Value | Count | Frequency (%) |
| North-East | 583 | |
| East | 576 | |
| North | 360 | 10.7% |
| West | 234 | 6.9% |
| South | 220 | 6.5% |
| North-West | 178 | 5.3% |
| South-East | 166 | 4.9% |
| South-West | 142 | 4.2% |
| (Missing) | 918 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 583 | |
| east | 576 | |
| north | 360 | |
| west | 234 | |
| south | 220 | 8.9% |
| north-west | 178 | 7.2% |
| south-east | 166 | 6.8% |
| south-west | 142 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3528 | |
| s | 1879 | |
| o | 1649 | |
| h | 1649 | |
| E | 1325 | 7.9% |
| a | 1325 | 7.9% |
| N | 1121 | 6.7% |
| r | 1121 | 6.7% |
| - | 1069 | 6.4% |
| W | 554 | 3.3% |
| Other values (3) | 1610 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12233 | |
| Uppercase Letter | 3528 | 21.0% |
| Dash Punctuation | 1069 | 6.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3528 | |
| s | 1879 | |
| o | 1649 | |
| h | 1649 | |
| a | 1325 | 10.8% |
| r | 1121 | 9.2% |
| e | 554 | 4.5% |
| u | 528 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1325 | |
| N | 1121 | |
| W | 554 | |
| S | 528 | 15.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1069 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15761 | |
| Common | 1069 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3528 | |
| s | 1879 | |
| o | 1649 | |
| h | 1649 | |
| E | 1325 | 8.4% |
| a | 1325 | 8.4% |
| N | 1121 | 7.1% |
| r | 1121 | 7.1% |
| W | 554 | 3.5% |
| e | 554 | 3.5% |
| Other values (2) | 1056 | 6.7% |
Common
| Value | Count | Frequency (%) |
| - | 1069 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16830 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3528 | |
| s | 1879 | |
| o | 1649 | |
| h | 1649 | |
| E | 1325 | 7.9% |
| a | 1325 | 7.9% |
| N | 1121 | 6.7% |
| r | 1121 | 6.7% |
| - | 1069 | 6.4% |
| W | 554 | 3.3% |
| Other values (3) | 1610 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.0 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.334024 |
| Min length | 9 |
Characters and Unicode
| Total characters | 45029 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Relatively New |
| 4th row | Relatively New |
| 5th row | Relatively New |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1543 | |
| New Property | 514 | 15.2% |
| Moderately Old | 507 | 15.0% |
| Undefined | 305 | 9.0% |
| Old Property | 288 | 8.5% |
| Under Construction | 220 | 6.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2057 | |
| relatively | 1543 | |
| property | 802 | 12.4% |
| old | 795 | 12.3% |
| moderately | 507 | 7.9% |
| undefined | 305 | 4.7% |
| under | 220 | 3.4% |
| construction | 220 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7789 | |
| l | 4388 | 9.7% |
| t | 3292 | 7.3% |
| 3072 | 6.8% | |
| y | 2852 | 6.3% |
| r | 2551 | 5.7% |
| d | 2132 | 4.7% |
| i | 2068 | 4.6% |
| N | 2057 | 4.6% |
| w | 2057 | 4.6% |
| Other values (15) | 12771 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35508 | |
| Uppercase Letter | 6449 | 14.3% |
| Space Separator | 3072 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7789 | |
| l | 4388 | |
| t | 3292 | |
| y | 2852 | 8.0% |
| r | 2551 | 7.2% |
| d | 2132 | 6.0% |
| i | 2068 | 5.8% |
| w | 2057 | 5.8% |
| a | 2050 | 5.8% |
| o | 1749 | 4.9% |
| Other values (7) | 4580 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2057 | |
| R | 1543 | |
| P | 802 | 12.4% |
| O | 795 | 12.3% |
| U | 525 | 8.1% |
| M | 507 | 7.9% |
| C | 220 | 3.4% |
Space Separator
| Value | Count | Frequency (%) |
| 3072 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41957 | |
| Common | 3072 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7789 | |
| l | 4388 | |
| t | 3292 | 7.8% |
| y | 2852 | 6.8% |
| r | 2551 | 6.1% |
| d | 2132 | 5.1% |
| i | 2068 | 4.9% |
| N | 2057 | 4.9% |
| w | 2057 | 4.9% |
| a | 2050 | 4.9% |
| Other values (14) | 10721 |
Common
| Value | Count | Frequency (%) |
| 3072 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45029 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7789 | |
| l | 4388 | 9.7% |
| t | 3292 | 7.3% |
| 3072 | 6.8% | |
| y | 2852 | 6.3% |
| r | 2551 | 5.7% |
| d | 2132 | 4.7% |
| i | 2068 | 4.6% |
| N | 2057 | 4.6% |
| w | 2057 | 4.6% |
| Other values (15) | 12771 |
property_id
Text
MISSING 
| Distinct | 2455 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 918 |
| Missing (%) | 27.2% |
| Memory size | 194.3 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.99878 |
| Min length | 8 |
Characters and Unicode
| Total characters | 22128 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2451 ? |
|---|---|
| Unique (%) | 99.7% |
Sample
| 1st row | V69525180 |
|---|---|
| 2nd row | K69325724 |
| 3rd row | K70087544 |
| 4th row | H66415758 |
| 5th row | V69824946 |
| Value | Count | Frequency (%) |
| g66828720 | 2 | 0.1% |
| k69091354 | 2 | 0.1% |
| m62958574 | 2 | 0.1% |
| c69153300 | 2 | 0.1% |
| t69179276 | 1 | < 0.1% |
| x69844094 | 1 | < 0.1% |
| t68022426 | 1 | < 0.1% |
| k70087544 | 1 | < 0.1% |
| h66415758 | 1 | < 0.1% |
| v69824946 | 1 | < 0.1% |
| Other values (2445) | 2445 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 3725 | |
| 9 | 2459 | |
| 8 | 2162 | |
| 0 | 2067 | |
| 4 | 1836 | |
| 2 | 1791 | |
| 7 | 1612 | |
| 5 | 1376 | 6.2% |
| 1 | 1351 | 6.1% |
| 3 | 1290 | 5.8% |
| Other values (26) | 2459 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 19669 | |
| Uppercase Letter | 2459 | 11.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 108 | 4.4% |
| G | 108 | 4.4% |
| U | 107 | 4.4% |
| L | 107 | 4.4% |
| J | 105 | 4.3% |
| I | 105 | 4.3% |
| O | 103 | 4.2% |
| Y | 99 | 4.0% |
| B | 99 | 4.0% |
| P | 98 | 4.0% |
| Other values (16) | 1420 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 3725 | |
| 9 | 2459 | |
| 8 | 2162 | |
| 0 | 2067 | |
| 4 | 1836 | |
| 2 | 1791 | |
| 7 | 1612 | |
| 5 | 1376 | 7.0% |
| 1 | 1351 | 6.9% |
| 3 | 1290 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 19669 | |
| Latin | 2459 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| K | 108 | 4.4% |
| G | 108 | 4.4% |
| U | 107 | 4.4% |
| L | 107 | 4.4% |
| J | 105 | 4.3% |
| I | 105 | 4.3% |
| O | 103 | 4.2% |
| Y | 99 | 4.0% |
| B | 99 | 4.0% |
| P | 98 | 4.0% |
| Other values (16) | 1420 |
Common
| Value | Count | Frequency (%) |
| 6 | 3725 | |
| 9 | 2459 | |
| 8 | 2162 | |
| 0 | 2067 | |
| 4 | 1836 | |
| 2 | 1791 | |
| 7 | 1612 | |
| 5 | 1376 | 7.0% |
| 1 | 1351 | 6.9% |
| 3 | 1290 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22128 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6 | 3725 | |
| 9 | 2459 | |
| 8 | 2162 | |
| 0 | 2067 | |
| 4 | 1836 | |
| 2 | 1791 | |
| 7 | 1612 | |
| 5 | 1376 | 6.2% |
| 1 | 1351 | 6.1% |
| 3 | 1290 | 5.8% |
| Other values (26) | 2459 |
sector
Text
| Distinct | 108 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 9 |
| Mean length | 9.2312704 |
| Min length | 5 |
Characters and Unicode
| Total characters | 31174 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sector 83 |
|---|---|
| 2nd row | sector 50 |
| 3rd row | sector 85 |
| 4th row | sector 109 |
| 5th row | sector 84 |
| Value | Count | Frequency (%) |
| sector | 3345 | |
| 85 | 108 | 1.6% |
| 102 | 108 | 1.6% |
| 70 | 104 | 1.5% |
| 92 | 98 | 1.4% |
| 69 | 93 | 1.4% |
| 90 | 88 | 1.3% |
| 65 | 87 | 1.3% |
| 81 | 87 | 1.3% |
| 109 | 86 | 1.3% |
| Other values (105) | 2595 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3422 | ||
| c | 3418 | |
| s | 3402 | |
| o | 3380 | |
| r | 3364 | |
| e | 3362 | |
| t | 3359 | |
| 1 | 1143 | 3.7% |
| 0 | 825 | 2.6% |
| 9 | 767 | 2.5% |
| Other values (21) | 4732 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20658 | |
| Decimal Number | 7094 | 22.8% |
| Space Separator | 3422 | 11.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 3418 | |
| s | 3402 | |
| o | 3380 | |
| r | 3364 | |
| e | 3362 | |
| t | 3359 | |
| a | 139 | 0.7% |
| h | 47 | 0.2% |
| l | 31 | 0.2% |
| k | 28 | 0.1% |
| Other values (10) | 128 | 0.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1143 | |
| 0 | 825 | |
| 9 | 767 | |
| 8 | 754 | |
| 6 | 747 | |
| 7 | 682 | |
| 5 | 603 | |
| 2 | 601 | |
| 3 | 532 | |
| 4 | 440 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 3422 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20658 | |
| Common | 10516 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 3418 | |
| s | 3402 | |
| o | 3380 | |
| r | 3364 | |
| e | 3362 | |
| t | 3359 | |
| a | 139 | 0.7% |
| h | 47 | 0.2% |
| l | 31 | 0.2% |
| k | 28 | 0.1% |
| Other values (10) | 128 | 0.6% |
Common
| Value | Count | Frequency (%) |
| 3422 | ||
| 1 | 1143 | 10.9% |
| 0 | 825 | 7.8% |
| 9 | 767 | 7.3% |
| 8 | 754 | 7.2% |
| 6 | 747 | 7.1% |
| 7 | 682 | 6.5% |
| 5 | 603 | 5.7% |
| 2 | 601 | 5.7% |
| 3 | 532 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31174 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3422 | ||
| c | 3418 | |
| s | 3402 | |
| o | 3380 | |
| r | 3364 | |
| e | 3362 | |
| t | 3359 | |
| 1 | 1143 | 3.7% |
| 0 | 825 | 2.6% |
| 9 | 767 | 2.5% |
| Other values (21) | 4732 |
super_built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 542 |
|---|---|
| Distinct (%) | 31.8% |
| Missing | 1673 |
| Missing (%) | 49.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1941.2231 |
| Minimum | 89 |
|---|---|
| Maximum | 6926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 916.5 |
| Q1 | 1534 |
| median | 1867.5 |
| Q3 | 2250 |
| 95-th percentile | 3156 |
| Maximum | 6926 |
| Range | 6837 |
| Interquartile range (IQR) | 716 |
Descriptive statistics
| Standard deviation | 708.13135 |
|---|---|
| Coefficient of variation (CV) | 0.36478617 |
| Kurtosis | 3.9276263 |
| Mean | 1941.2231 |
| Median Absolute Deviation (MAD) | 349.5 |
| Skewness | 1.1981879 |
| Sum | 3307844.2 |
| Variance | 501450.01 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 37 | 1.1% |
| 1650 | 36 | 1.1% |
| 1578 | 25 | 0.7% |
| 2000 | 24 | 0.7% |
| 2150 | 21 | 0.6% |
| 1640 | 20 | 0.6% |
| 1900 | 19 | 0.6% |
| 2408 | 19 | 0.6% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (532) | 1468 | |
| (Missing) | 1673 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 161 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 | |
| 417 | 1 | |
| 431 | 1 |
| Value | Count | Frequency (%) |
| 6926 | 1 | < 0.1% |
| 5514 | 1 | < 0.1% |
| 5200 | 1 | < 0.1% |
| 4890 | 1 | < 0.1% |
| 4857 | 1 | < 0.1% |
| 4848 | 2 | |
| 4739 | 3 | |
| 4690 | 1 | < 0.1% |
| 4650 | 1 | < 0.1% |
| 4632 | 1 | < 0.1% |
built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 629 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 1712 |
| Missing (%) | 50.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1949.0776 |
| Minimum | 2 |
|---|---|
| Maximum | 26000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 225 |
| Q1 | 1080 |
| median | 1635 |
| Q3 | 2398 |
| 95-th percentile | 4696 |
| Maximum | 26000 |
| Range | 25998 |
| Interquartile range (IQR) | 1318 |
Descriptive statistics
| Standard deviation | 1587.399 |
|---|---|
| Coefficient of variation (CV) | 0.81443603 |
| Kurtosis | 36.330834 |
| Mean | 1949.0776 |
| Median Absolute Deviation (MAD) | 654 |
| Skewness | 3.750232 |
| Sum | 3245214.2 |
| Variance | 2519835.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.2% |
| 3240 | 38 | 1.1% |
| 900 | 34 | 1.0% |
| 2700 | 33 | 1.0% |
| 1900 | 33 | 1.0% |
| 1350 | 31 | 0.9% |
| 1600 | 25 | 0.7% |
| 1300 | 23 | 0.7% |
| 2000 | 22 | 0.7% |
| 1700 | 20 | 0.6% |
| Other values (619) | 1365 | |
| (Missing) | 1712 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 50 | 4 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26000 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8260 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
carpet_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 662 |
|---|---|
| Distinct (%) | 40.2% |
| Missing | 1732 |
| Missing (%) | 51.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2692.0976 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 348.4 |
| Q1 | 913 |
| median | 1330 |
| Q3 | 1800 |
| 95-th percentile | 3000 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 887 |
Descriptive statistics
| Standard deviation | 24288.542 |
|---|---|
| Coefficient of variation (CV) | 9.0221626 |
| Kurtosis | 533.4792 |
| Mean | 2692.0976 |
| Median Absolute Deviation (MAD) | 436 |
| Skewness | 22.885774 |
| Sum | 4428500.5 |
| Variance | 5.8993327 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 41 | 1.2% |
| 1800 | 32 | 0.9% |
| 1600 | 31 | 0.9% |
| 1200 | 31 | 0.9% |
| 1500 | 28 | 0.8% |
| 1350 | 26 | 0.8% |
| 1650 | 26 | 0.8% |
| 1450 | 21 | 0.6% |
| 2000 | 20 | 0.6% |
| 1000 | 19 | 0.6% |
| Other values (652) | 1370 | |
| (Missing) | 1732 |
| Value | Count | Frequency (%) |
| 15 | 1 | |
| 33 | 1 | |
| 48 | 1 | |
| 50 | 1 | |
| 59 | 1 | |
| 60 | 1 | |
| 72 | 1 | |
| 77.31 | 1 | |
| 84.01 | 1 | |
| 85 | 1 |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 45966 | 1 | |
| 34401 | 1 | |
| 18122 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3377 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2711 | |
| 1 | 666 | 19.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2711 | |
| 1 | 666 | 19.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2711 | |
| 1 | 666 | 19.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2711 | |
| 1 | 666 | 19.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2711 | |
| 1 | 666 | 19.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2711 | |
| 1 | 666 | 19.7% |
servant room
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3377 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1264 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1264 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1264 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1264 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1264 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1264 |
store room
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3377 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3041 | |
| 1 | 336 | 9.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3041 | |
| 1 | 336 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3041 | |
| 1 | 336 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3041 | |
| 1 | 336 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3041 | |
| 1 | 336 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3041 | |
| 1 | 336 | 9.9% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3377 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 636 | 18.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 636 | 18.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 636 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 636 | 18.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 636 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 636 | 18.8% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3377 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2985 | |
| 1 | 392 | 11.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2985 | |
| 1 | 392 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2985 | |
| 1 | 392 | 11.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2985 | |
| 1 | 392 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2985 | |
| 1 | 392 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2985 | |
| 1 | 392 | 11.6% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.3 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 187 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3377 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2220 | |
| 2 | 970 | |
| 1 | 187 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2220 | |
| 2 | 970 | |
| 1 | 187 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2220 | |
| 2 | 970 | |
| 1 | 187 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3377 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2220 | |
| 2 | 970 | |
| 1 | 187 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2220 | |
| 2 | 970 | |
| 1 | 187 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2220 | |
| 2 | 970 | |
| 1 | 187 | 5.5% |
luxury_score
Real number (ℝ)
ZEROS 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.047379 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 457 |
| Zeros (%) | 13.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 29 |
| median | 58 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 81 |
Descriptive statistics
| Standard deviation | 53.713443 |
|---|---|
| Coefficient of variation (CV) | 0.75602287 |
| Kurtosis | -0.91098632 |
| Mean | 71.047379 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.45482686 |
| Sum | 239927 |
| Variance | 2885.134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 457 | 13.5% |
| 49 | 329 | 9.7% |
| 174 | 184 | 5.4% |
| 165 | 52 | 1.5% |
| 44 | 50 | 1.5% |
| 60 | 47 | 1.4% |
| 38 | 46 | 1.4% |
| 72 | 44 | 1.3% |
| 45 | 40 | 1.2% |
| 15 | 40 | 1.2% |
| Other values (151) | 2088 |
| Value | Count | Frequency (%) |
| 0 | 457 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 38 | 1.1% |
| 8 | 32 | 0.9% |
| 9 | 9 | 0.3% |
| 12 | 7 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.4% |
| 15 | 40 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 184 | |
| 169 | 1 | < 0.1% |
| 168 | 7 | 0.2% |
| 167 | 19 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 52 | 1.5% |
| 161 | 2 | 0.1% |
| 160 | 26 | 0.8% |
| 159 | 21 | 0.6% |
| 158 | 32 | 0.9% |
| agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | property_type | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | 0.000 | 0.279 | 0.083 | 0.130 | 0.054 | 0.000 | 0.095 | 0.147 | 0.214 | 0.266 | 0.118 | 0.200 | 0.102 | 0.062 | 0.431 | 0.301 | 0.151 | 0.151 | 0.107 |
| area | 0.000 | 1.000 | 0.019 | 0.661 | 0.581 | 0.828 | 0.773 | 0.000 | 0.118 | 0.000 | 0.272 | 0.046 | 0.018 | 0.725 | 0.152 | 0.028 | 0.006 | 0.000 | 0.021 | 0.944 |
| balcony | 0.279 | 0.019 | 1.000 | 0.166 | 0.113 | 0.128 | 0.038 | 0.017 | 0.083 | 0.188 | 0.228 | 0.079 | 0.200 | 0.134 | 0.037 | 0.220 | 0.439 | 0.145 | 0.179 | 0.334 |
| bathroom | 0.083 | 0.661 | 0.166 | 1.000 | 0.848 | 0.445 | 0.551 | 0.036 | -0.014 | 0.160 | 0.180 | 0.063 | 0.260 | 0.703 | 0.388 | 0.424 | 0.299 | 0.170 | 0.149 | 0.812 |
| bedRoom | 0.130 | 0.581 | 0.113 | 0.848 | 1.000 | 0.341 | 0.518 | 0.038 | -0.132 | 0.137 | 0.036 | 0.064 | 0.268 | 0.652 | 0.396 | 0.605 | 0.124 | 0.195 | 0.158 | 0.796 |
| built_up_area | 0.054 | 0.828 | 0.128 | 0.445 | 0.341 | 1.000 | 0.968 | 0.025 | 0.114 | 0.113 | 0.308 | 0.089 | 0.290 | 0.594 | 0.093 | 0.303 | 0.327 | 0.252 | 0.231 | 0.922 |
| carpet_area | 0.000 | 0.773 | 0.038 | 0.551 | 0.518 | 0.968 | 1.000 | 0.000 | 0.162 | 0.000 | 0.229 | 0.011 | 0.000 | 0.562 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.883 |
| facing | 0.095 | 0.000 | 0.017 | 0.036 | 0.038 | 0.025 | 0.000 | 1.000 | 0.000 | 0.050 | 0.067 | 0.000 | 0.013 | 0.023 | 0.000 | 0.104 | 0.000 | 0.039 | 0.000 | 0.019 |
| floorNum | 0.147 | 0.118 | 0.083 | -0.014 | -0.132 | 0.114 | 0.162 | 0.000 | 1.000 | 0.000 | 0.248 | 0.041 | 0.108 | -0.019 | -0.164 | 0.531 | 0.075 | 0.120 | 0.086 | 0.140 |
| furnishing_type | 0.214 | 0.000 | 0.188 | 0.160 | 0.137 | 0.113 | 0.000 | 0.050 | 0.000 | 1.000 | 0.252 | 0.051 | 0.226 | 0.179 | 0.016 | 0.071 | 0.270 | 0.156 | 0.143 | 0.111 |
| luxury_score | 0.266 | 0.272 | 0.228 | 0.180 | 0.036 | 0.308 | 0.229 | 0.067 | 0.248 | 0.252 | 1.000 | 0.187 | 0.182 | 0.219 | 0.032 | 0.369 | 0.362 | 0.236 | 0.190 | 0.200 |
| others | 0.118 | 0.046 | 0.079 | 0.063 | 0.064 | 0.089 | 0.011 | 0.000 | 0.041 | 0.051 | 0.187 | 1.000 | 0.015 | 0.041 | 0.031 | 0.011 | 0.026 | 0.115 | 0.022 | 0.065 |
| pooja room | 0.200 | 0.018 | 0.200 | 0.260 | 0.268 | 0.290 | 0.000 | 0.013 | 0.108 | 0.226 | 0.182 | 0.015 | 1.000 | 0.333 | 0.033 | 0.246 | 0.252 | 0.309 | 0.325 | 0.145 |
| price | 0.102 | 0.725 | 0.134 | 0.703 | 0.652 | 0.594 | 0.562 | 0.023 | -0.019 | 0.179 | 0.219 | 0.041 | 0.333 | 1.000 | 0.719 | 0.525 | 0.348 | 0.304 | 0.247 | 0.760 |
| price_per_sqft | 0.062 | 0.152 | 0.037 | 0.388 | 0.396 | 0.093 | 0.052 | 0.000 | -0.164 | 0.016 | 0.032 | 0.031 | 0.033 | 0.719 | 1.000 | 0.203 | 0.046 | 0.000 | 0.032 | 0.255 |
| property_type | 0.431 | 0.028 | 0.220 | 0.424 | 0.605 | 0.303 | 0.000 | 0.104 | 0.531 | 0.071 | 0.369 | 0.011 | 0.246 | 0.525 | 0.203 | 1.000 | 0.028 | 0.231 | 0.110 | 1.000 |
| servant room | 0.301 | 0.006 | 0.439 | 0.299 | 0.124 | 0.327 | 0.000 | 0.000 | 0.075 | 0.270 | 0.362 | 0.026 | 0.252 | 0.348 | 0.046 | 0.028 | 1.000 | 0.154 | 0.187 | 0.579 |
| store room | 0.151 | 0.000 | 0.145 | 0.170 | 0.195 | 0.252 | 0.000 | 0.039 | 0.120 | 0.156 | 0.236 | 0.115 | 0.309 | 0.304 | 0.000 | 0.231 | 0.154 | 1.000 | 0.226 | 0.044 |
| study room | 0.151 | 0.021 | 0.179 | 0.149 | 0.158 | 0.231 | 0.000 | 0.000 | 0.086 | 0.143 | 0.190 | 0.022 | 0.325 | 0.247 | 0.032 | 0.110 | 0.187 | 0.226 | 1.000 | 0.107 |
| super_built_up_area | 0.107 | 0.944 | 0.334 | 0.812 | 0.796 | 0.922 | 0.883 | 0.019 | 0.140 | 0.111 | 0.200 | 0.065 | 0.145 | 0.760 | 0.255 | 1.000 | 0.579 | 0.044 | 0.107 | 1.000 |
| society | property_type | price | price_per_sqft | areaWithType | area | bedRoom | bathroom | balcony | floorNum | facing | agePossession | property_id | sector | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | emaar palm gardens | flat | 1.75 | 9210.0 | Super Built up area 1900(176.52 sq.m.)Built Up area: 1600 sq.ft. (148.64 sq.m.)Carpet area: 1240 sq.ft. (115.2 sq.m.) | 1900.0 | 3 | 3 | 3 | 6.0 | West | Relatively New | V69525180 | sector 83 | 1900.0 | 1600.0 | 1240.0 | 0 | 1 | 0 | 0 | 0 | 2 | 150 |
| 1 | eros wembley estate | flat | 1.40 | 10174.0 | Super Built up area 1376(127.83 sq.m.) | 1376.0 | 3 | 3 | 2 | 9.0 | East | Relatively New | K69325724 | sector 50 | 1376.0 | NaN | NaN | 0 | 0 | 1 | 0 | 0 | 2 | 117 |
| 2 | ss the leaf | flat | 2.13 | 7574.0 | Super Built up area 2812(261.24 sq.m.)Built Up area: 2600 sq.ft. (241.55 sq.m.)Carpet area: 2400 sq.ft. (222.97 sq.m.) | 2812.0 | 4 | 4 | 3 | 6.0 | North | Relatively New | K70087544 | sector 85 | 2812.0 | 2600.0 | 2400.0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| 3 | international city by sobha phase 2 | house | 6.25 | 10035.0 | Plot area 692(578.6 sq.m.) | 6228.0 | 5 | 7 | 3+ | 3.0 | North-East | Relatively New | NaN | sector 109 | NaN | 6228.0 | NaN | 1 | 1 | 1 | 1 | 0 | 0 | 147 |
| 4 | ss the coralwood | flat | 1.10 | 4857.0 | Super Built up area 1750(162.58 sq.m.) | 2265.0 | 3 | 3 | 2 | 9.0 | North | Relatively New | H66415758 | sector 84 | 1750.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 75 |
| 5 | independent | house | 2.00 | 11111.0 | Plot area 200(167.23 sq.m.) | 1800.0 | 2 | 2 | 1 | 2.0 | NaN | Relatively New | NaN | shivpuri | NaN | 1800.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | shapoorji pallonji joyville gurugram | flat | 1.99 | 20664.0 | Super Built up area 1349(125.33 sq.m.)Carpet area: 963 sq.ft. (89.47 sq.m.) | 963.0 | 2 | 2 | 2 | 14.0 | South | New Property | V69824946 | sector 102 | 1349.0 | NaN | 963.0 | 0 | 0 | 0 | 0 | 0 | 0 | 152 |
| 7 | independent | house | 0.50 | 8333.0 | Plot area 600(55.74 sq.m.) | 600.0 | 3 | 3 | 2 | 2.0 | East | Moderately Old | NaN | sector 6 | NaN | 600.0 | NaN | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 8 | tarc maceo | flat | 0.89 | 6339.0 | Super Built up area 1404(130.44 sq.m.)Carpet area: 1200 sq.ft. (111.48 sq.m.) | 1404.0 | 2 | 2 | 3+ | 9.0 | East | Relatively New | G68726244 | sector 91 | 1404.0 | NaN | 1200.0 | 0 | 0 | 0 | 0 | 1 | 2 | 13 |
| 9 | paras dews | flat | 0.87 | 9255.0 | Super Built up area 1385(128.67 sq.m.)Built Up area: 1120 sq.ft. (104.05 sq.m.)Carpet area: 940 sq.ft. (87.33 sq.m.) | 940.0 | 2 | 2 | 3+ | 1.0 | North-East | New Property | X69767456 | sector 106 | 1385.0 | 1120.0 | 940.0 | 0 | 0 | 0 | 0 | 0 | 0 | 174 |
| society | property_type | price | price_per_sqft | areaWithType | area | bedRoom | bathroom | balcony | floorNum | facing | agePossession | property_id | sector | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3470 | sare homes | flat | 1.12 | 5358.0 | Carpet area: 2090 (194.17 sq.m.) | 2090.0 | 4 | 4 | 2 | 12.0 | North-West | Relatively New | S69810470 | sector 92 | NaN | NaN | 2090.0 | 0 | 1 | 0 | 0 | 0 | 0 | 85 |
| 3471 | independent | house | 7.00 | 10000.0 | Plot area 350(32.52 sq.m.)Built Up area: 7000 sq.ft. (650.32 sq.m.) | 7000.0 | 10 | 11 | 3+ | 4.0 | South-East | Relatively New | NaN | sector 39 | NaN | 7000.0 | NaN | 0 | 0 | 0 | 1 | 0 | 2 | 38 |
| 3472 | independent | house | 5.50 | 28424.0 | Plot area 215(179.77 sq.m.) | 1935.0 | 1 | 1 | 0 | 1.0 | South-West | Old Property | NaN | sector 43 | NaN | 1935.0 | NaN | 0 | 0 | 0 | 0 | 1 | 0 | 12 |
| 3473 | row house | house | 0.43 | 9135.0 | Plot area 52(43.48 sq.m.)Built Up area: 1050 sq.yards (877.93 sq.m.) | 471.0 | 3 | 3 | 3 | 2.0 | NaN | Relatively New | NaN | sector 105 | NaN | 1050.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3474 | unitech uniworld resorts | house | 11.00 | 26667.0 | Plot area 500(418.06 sq.m.) | 4125.0 | 5 | 6 | 3 | 3.0 | NaN | New Property | NaN | sector 33 | NaN | 500.0 | NaN | 1 | 1 | 0 | 0 | 0 | 0 | 58 |
| 3475 | adani m2k oyster grande | flat | 4.55 | 10000.0 | Super Built up area 4650(432 sq.m.)Built Up area: 4630 sq.ft. (430.14 sq.m.)Carpet area: 4550 sq.ft. (422.71 sq.m.) | 4550.0 | 4 | 4 | 3+ | 11.0 | North-East | Relatively New | V70001746 | sector 102 | 4650.0 | 4630.0 | 4550.0 | 0 | 0 | 0 | 0 | 0 | 2 | 60 |
| 3476 | signature global solera | flat | 0.25 | 7862.0 | Built Up area: 318 (29.54 sq.m.) | 318.0 | 1 | 1 | 0 | 0.0 | NaN | Undefined | V69417148 | sector 107 | NaN | 318.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 55 |
| 3477 | housing board colony | house | 5.50 | 30556.0 | Plot area 200(167.23 sq.m.) | 1800.0 | 4 | 3 | 3 | 2.0 | North | Old Property | NaN | sector 28 | NaN | 1800.0 | NaN | 0 | 0 | 0 | 1 | 1 | 2 | 22 |
| 3478 | bestech park view grand spa | flat | 4.70 | 6786.0 | Super Built up area 6926(643.45 sq.m.) | 6926.0 | 4 | 4 | 3+ | 19.0 | North | Relatively New | R61758448 | sector 81 | 6926.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 2 | 140 |
| 3479 | la vida by tata housing | flat | 1.32 | 10344.0 | Super Built up area 1276(118.54 sq.m.)Built Up area: 1199 sq.ft. (111.39 sq.m.)Carpet area: 1099 sq.ft. (102.1 sq.m.) | 1276.0 | 2 | 2 | 2 | 3.0 | North-East | Relatively New | I69730598 | sector 113 | 1276.0 | 1199.0 | 1099.0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |